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Background: Due to the large amount of data produced by advanced microscopy, automated image analysis is crucial in modern biology. Most applications require reliable cell nuclei segmentation. However, in many biological specimens cell nuclei are densely packed and appear to touch one another in the images. Therefore, a major difficulty of three-dimensional cell nuclei segmentation is the decomposition of cell nuclei that apparently touch each other. Current methods are highly adapted to a certain biological specimen or a specific microscope. They do not ensure similarly accurate segmentation performance, i.e. their robustness for different datasets is not guaranteed. Hence, these methods require elaborate adjustments to each dataset.
Results: We present an advanced three-dimensional cell nuclei segmentation algorithm that is accurate and robust. Our approach combines local adaptive pre-processing with decomposition based on Lines-of-Sight (LoS) to separate apparently touching cell nuclei into approximately convex parts. We demonstrate the superior performance of our algorithm using data from different specimens recorded with different microscopes. The three-dimensional images were recorded with confocal and light sheet-based fluorescence microscopes. The specimens are an early mouse embryo and two different cellular spheroids. We compared the segmentation accuracy of our algorithm with ground truth data for the test images and results from state-of-the-art methods. The analysis shows that our method is accurate throughout all test datasets (mean F-measure: 91%) whereas the other methods each failed for at least one dataset (F-measure≤69%). Furthermore, nuclei volume measurements are improved for LoS decomposition. The state-of-the-art methods required laborious adjustments of parameter values to achieve these results. Our LoS algorithm did not require parameter value adjustments. The accurate performance was achieved with one fixed set of parameter values.
Conclusion: We developed a novel and fully automated three-dimensional cell nuclei segmentation method incorporating LoS decomposition. LoS are easily accessible features that ensure correct splitting of apparently touching cell nuclei independent of their shape, size or intensity. Our method showed superior performance compared to state-of-the-art methods, performing accurately for a variety of test images. Hence, our LoS approach can be readily applied to quantitative evaluation in drug testing, developmental and cell biology.
The standard view suggests that removing barriers to entry and improving judicial enforcement reduces informality and boosts investment and growth. However, a general equilibrium approach shows that this conclusion may hold to a lesser extent in countries with a constrained supply of funds because of, for example, a more concentrated banking sector or lower financial openness. When the formal sector grows larger in those countries, more entrepreneurs become creditworthy, but the higher pressure on the credit market limits further capital accumulation. We show empirical evidence consistent with these predictions.
After the mass-vaccination campaign during the influenza A (H1N1) 2009 pandemic, a significant increase in narcolepsy incidence was observed initially in Scandinavia, later in other European countries and recently also in Canada. Narcolepsy is a sleep disease caused by the loss of hypocretin-producing cells in the hypothalamus. Almost all narcolepsy patients carry the HLA-DQB1*0602 allele, giving a link to an autoimmune-mediated process.
Most of the observed narcolepsy cases were correlated to the vaccination with Pandemrix, the most frequently used vaccine in the EU, and a slight connection to Arepanrix was also detected, which was distributed in Canada. Both vaccines were adjuvanted with AS03, suggesting a possible link between AS03 and narcolepsy. No narcolepsy cases were detected with MF59-adjuvanted or non-adjuvanted influenza vaccines. Recent studies reported differences between Pandemrix and Arepanrix and suggested the vaccine rather than the adjuvant as a suspect for narcolepsy development following vaccination. In addition, in China an increase of narcolepsy cases was reported to occur in absence of vaccination. Possible factors and potential additive effects that may have triggered narcolepsy after the pandemic vaccination are being reviewed in this paper.
Adorno und die Kabbala
(2015)
Im neunten Band der Reihe geht Ansgar Martins kabbalistischen Spuren in der Philosophie Theodor W. Adornos (1903–1969) nach. Der Frankfurter Gesellschaftskritiker griff im Rahmen seines radikalen materialistischen Projekts gleichwohl auch auf "theologische" Deutungsfiguren zurück. Vermittelt durch den gemeinsamen Freund Walter Benjamin (1892–1940) stieß Adorno dabei auf das Werk des Kabbala-Forschers Gershom Scholem (1897–1982). Zwischen Frankfurt und Jerusalem entwickelte sich eine lebenslange Korrespondenz.
Für Adorno erscheint vor dem Hintergrund lückenloser kapitalistischer Vergesellschaftung jede religiöse Sinngebung in der Moderne als unmöglich. Der Tradition der jüdischen Mystik schreibt er hingegen eine innere Affinität zu dieser hoffnungslosen Logik des "Verfalls" zu. Sie scheint ihm zur unumgänglichen Säkularisierung religiöser Gehalte aufzufordern. Adornos kabbalistische Marginalien beziehen einen breiten Horizont jüdisch-messianischer Ideen ein. Er verleugnet dabei nie, dass es ihm um eine sehr diesseite Verwirklichung geoffenbarter Heilsversprechen zu tun ist: Transzendenz sei als erfüllte Immanenz, als verwirklichte Utopie zu denken. In diesem Anliegen sieht Adorno selbst jedoch gerade seine Übereinstimmung mit der Kabbala.
Adornos kabbalistische Motive, die auf Scholems Forschungen zurückgehen, werden hier ausführlich an seinen Schriften und Vorlesungen untersucht. In seinem Verständnis der philosophischen Tradition sowie im Modell der Metaphysischen Erfahrung suchte er etwa explizit Anschluss an Deutungen der Kabbala: Das unerreichbare Urbild der Philosophie sei die Interpretation der geoffenbarten Schrift. Wie säkularisierte heilige Texte wurden Werke von Beethoven, Goethe, Kafka oder Schönberg so zum Anlass für "mystische" Interpretationen. Deren detaillierte Untersuchung erlaubt, das viel beschworene jüdische Erbe von Adornos Philosophie zu konkretisieren und bedenkenswerte Einzelheiten von der Negativen Dialektik zur Ästhetik in den Blick zu nehmen.
Incidence rates of clinically significant tinnitus: 10-year trend from a cohort study in England
(2015)
Objective: To investigate the incidence of tinnitus that burdens the health service in England.
Design: This was an observational study of 4.7 million residents of England under 85 years of age who were at risk for developing clinically significant tinnitus (sigT). SigT was defined by a discharge from hospital with a primary diagnosis of tinnitus, or a primary care recording of tinnitus with subsequent related medical follow-up within 28 days. The database used was the Clinical Practice Research Datalink and individual records were linked to additional data from the Hospital Episode Statistics. The observational period was from January 1, 2002 to December 31, 2011. Age-, gender-, and calendar year-specific incidence rates for and cumulative incidences of sigT were estimated and a projection of new cases of sigT between 2012 and 2021 was performed.
Results: There were 14,303 incident cases of sigT identified among 26.5 million person-years of observation. The incidence rate was 5.4 new cases of sigT per 10,000 person-years (95% confidence interval: 5.3 to 5.5). The incidence rate did not depend on gender but increased with age, peaking at 11.4 per 10,000 in the age group 60 to 69 years. The annual incidence rate of sigT increased from 4.5 per 10,000 person-years in 2002 to 6.6 per 10,000 person-years in 2011. The 10-year cumulative incidence of sigT was 58.4 cases (95% confidence interval: 57.4 to 59.4) per 10,000 residents. Nearly 324,000 new cases of sigT are expected to occur in England between 2012 and 2021.
Conclusions: Tinnitus presents a burden to the health care system that has been rising in recent years. Population-based studies provide crucial underpinning evidence; highlighting the need for further research to address issues around effective diagnosis and clinical management of this heterogeneous condition.